{"citations":{"source_mix":{"company_owned":16,"independent":24,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":18,"partial":6},"total_sources":40,"unique_domain_count":26},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Strategies for Companies With Strong SEO but Weak AI Visibility","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"AI Citation Strategies for Companies With Strong SEO but Weak AI Visibility","subject":"Scrunch","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Scrunch","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","anthropic","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Scrunch","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Scrunch","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Scrunch","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Scrunch","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/strong-seo-weak-ai-visibility/scrunch.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/strong-seo-weak-ai-visibility/scrunch","report_type":"fit_review","study_id":"AIMCI-STUDY-7769465CF406","title":"Scrunch for AI Citation Strategies for Companies With Strong SEO but Weak AI Visibility: AI Consensus Fit Review"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","All included platforms evaluated fit, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":6,"maximum_finalists":10,"minimum_mentions":2,"name":"AI Marketing Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","grok","kimi","openai","perplexity"],"platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-09-17 14:26:37.881121+00","research_date":"2026-09-17","source_snapshot_sha256":"9a9a33bad76e4ef4d8e272a3002f5b84d4b46731144e96e210764e44059d2195","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":41,"qualified_finalists":5,"ranking_unit":"Strategy, solution provider, or implementation partner"},"schema_version":4,"summary":"Scrunch is a good fit for the diagnostic half of this use case. Two of the six platforms that evaluated fit named Scrunch during ranking discovery (openai, deepseek), and four of six rated it a good fit (openai, anthropic, grok, perplexity), with one mixed (deepseek) and one uncertain (kimi). Its strongest reason to consider it is source-level citation tracking: it reports which brand, competitor, and third-party pages AI systems cite, and where the buyer is absent (, , -6). The main limitation is execution: public materials do not establish that Scrunch acquires third-party citations, and…","target_buyer":"Companies with strong traditional SEO performance but weak visibility in AI search results","topic":{"base_category":"AI citation and authority building","category_criteria":["A provider that can determine why traditional SEO authority is not translating into AI visibility","analyze the category's citation architecture","compare competitor sources","identify missing third-party corroboration","and develop a strategy to improve citations and recommendations"],"geography":"United States","slug":"best-ai-citation-strategies-for-companies-with-strong-seo-but-weak-ai-visibility","title":"Best AI Citation Strategies for Companies With Strong SEO but Weak AI Visibility","use_case":"AI Citation Strategies for Companies With Strong SEO but Weak AI Visibility"}}